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Automation Risk Analysis

Will “Moisture Tester” be Automated?

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AI Exposure Risk

26%

“Moisture Tester” will almost certainly not be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 26% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

54%

“Moisture Tester” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 54% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Agricultural Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Work with agricultural scientists in plant, fiber, and animal research, or assist with animal breeding and nutrition. Set up or maintain laboratory equipment and collect samples from crops or animals. Prepare specimens or record data to assist scientists in biology or related life science experiments. Conduct tests and experiments to improve yield and quality of crops or to increase the resistance of plants and animals to disease or insects.

Avg. Annual Salary $49,680
Avg. Hourly Wage $23.88
Available Jobs (US) 14,340
Job Title & Hierarchy Code (SOC) Agricultural Technicians #19-4012
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Agricultural Technicians”

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Core Skills & Abilities

  • Prepare laboratory samples for analysis, following proper protocols to ensure that they will be stored, prepared, and disposed of efficiently and effectively.

  • Supervise or train agricultural technicians or farm laborers.

  • Transplant trees, vegetables, or horticultural plants.

  • Examine animals or crop specimens to determine the presence of diseases or other problems.

  • Collect animal or crop samples.

  • Operate farm machinery, including tractors, plows, mowers, combines, balers, sprayers, earthmoving equipment, or trucks.

  • Assess comparative soil erosion from various planting or tillage systems, such as conservation tillage with mulch or ridge till systems, no-till systems, or conventional tillage systems with or without moldboard plows.

  • Prepare or present agricultural demonstrations.

  • Perform general nursery duties, such as propagating standard varieties of plant materials, collecting and germinating seeds, maintaining cuttings of plants, or controlling environmental conditions.

  • Perform laboratory or field testing, using spectrometers, nitrogen determination apparatus, air samplers, centrifuges, or potential hydrogen (pH) meters to perform tests.

  • Set up laboratory or field equipment as required for site testing.

  • Record environmental data from field samples of soil, air, water, or pests to monitor the effectiveness of integrated pest management (IPM) practices.

  • Perform crop production duties, such as tilling, hoeing, pruning, weeding, or harvesting crops.

  • Measure or weigh ingredients used in laboratory testing.

  • Determine the germination rates of seeds planted in specified areas.

  • Prepare data summaries, reports, or analyses that include results, charts, or graphs to document research findings and results.

  • Prepare culture media, following standard procedures.

  • Conduct insect or plant disease surveys.

  • Maintain or repair agricultural facilities, equipment, or tools to ensure operational readiness, safety, and cleanliness.

  • Prepare land for cultivated crops, orchards, or vineyards by plowing, discing, leveling, or contouring.

  • Supervise pest or weed control operations, including locating and identifying pests or weeds, selecting chemicals and application methods, or scheduling application.

  • Respond to general inquiries or requests from the public.

  • Record data pertaining to experimentation, research, or animal care.

  • Perform tests on seeds to evaluate seed viability.

  • Devise cultural methods or environmental controls for plants for which guidelines are sketchy or nonexistent.

  • Conduct studies of nitrogen or alternative fertilizer application methods, quantities, or timing to ensure satisfaction of crop needs and minimization of leaching, runoff, or denitrification.

Technologies & Software

  • Elicit
  • Consensus
  • Microsoft Excel
  • SAP software
  • Statistical software
  • Claude (Anthropic)
  • Microsoft Office software
  • Microsoft PowerPoint
  • Spreadsheet software
  • Gemini for Workspace
  • Mistral AI (chat/models)
  • Scite AI
  • Global positioning system GPS software
  • Desktop publishing software
  • Geographic information system GIS systems
  • Semantic Scholar AI
  • Email software
  • NotebookLM (Google)
  • Perplexity AI
  • Web browser software
  • Microsoft Outlook
  • Microsoft Access
  • Microsoft Word
  • Word processing software
  • Compound binocular light microscopes
  • Benchtop centrifuges
  • Air samplers
  • Electronic bench scales
  • Blood collection syringes
  • Laser printers
  • Nitrogen test meters
  • Personal computers
  • Animal measuring sticks
  • Animal head-locks
  • Callicrate banding systems
  • Chemical sprayers
  • Moisture meters
  • Laboratory separators
  • Soil sterilizers
  • Agricultural tractors
  • Heavy cargo trucks
  • Animal chutes
  • Light trucks
  • Hypodermic syringes
  • Sweep cultivator shovels
  • Grain augers
  • Gas welders
  • Fertilizer or seed spreaders
  • Air compressors
  • Planting sleds
  • Ladders
  • Animal tatooers
  • Reach pole saws
  • Sample vials
  • Planters
  • Rakes
  • Egg setters or hatchers
  • Personal digital assistants PDA
  • Balers
  • Tracked bulldozers
  • Disks
  • Reverse osmosis systems
  • Power saws
  • Milk cooling equipment
  • Artificial insemination syringes
  • Steam autoclaves
  • Temperature gauges
  • Mowers
  • Pruning shears
  • Aerosol foggers
  • Trenchers
  • Vacuum blood collection tubes
  • Spray-dip machines
  • Surface thermometers
  • Soil moisture neutron probes
  • Laboratory mechanical convection incubators
  • Weight meters
  • Combine harvesters
  • Temperature controlled reach-in growth chambers
  • Power dusters
  • Cultivators
  • Threshers
  • Portable refractometers
  • Spectrometers
  • pH meters
  • Plows
  • Aerosol generators
  • Harrows
  • Milking machines
  • Electronic counters
  • Insect collectors
  • Crop sprayers
  • Harvesters
  • Elastrator bands
  • Vaccination syringes
  • Livestock scales
  • Infrared lamps
  • Chisel cultivators
  • Pollen collectors
  • Drying ovens
  • Metal inert gas MIG welders
  • Shielded arc welding tools
  • Tablet computers
  • Notebook computers
  • Water samplers
  • Granule applicators
  • Egg incubators
  • Weather instruments
  • Bed shapers
  • Steam sterilizers
  • Desktop computers
  • Dipping vats

Alternative Job Titles